Reliable mechanistic operator recovery with biologically-informed neural networks: principles for architecture and optimisation design

Rebecca M. Crossley, Yuan Yin, Sarah L. Waters +1

Many biological processes are governed by complex dynamical mechanisms that remain incompletely understood despite increasing volumes of experimental data. Biologically-informed ne…